Recovery of Non-Rigid Structure Based on Sparse Coding

DOI

10.2991/icismme-15.2015.295How to use a DOI?

Keywords

3D Non-rigid recovery; sparse coding; trajectory space.

Abstract

3D non-rigid recovery is a problem of recovering the real shape of 3D deformable object by using some kinds of algorithms. This paper proposes a novel approach to recovery of non-rigid structure using sparse coding in trajectory space. In order to overcome the difficulty of defining the size of trajectory bases, the sparse coding method is used to construct an over-complete atom dictionary replacing the truncated trajectory bases. Experimental results show that the proposed method does better in solving the 3D non-rigid reconstruction than traditional trajectory basis method and it is also very easy to implement. This paper presents the new thought preliminarily and introduces a simple but effective solution for recovering the structure of the non-rigid objects.

Copyright

© 2015, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Yaming Wang
AU  - Xiaomeng Yan
AU  - Junbao Zheng
AU  - Mingfeng Jiang
PY  - 2015/07
DA  - 2015/07
TI  - Recovery of Non-Rigid Structure Based on Sparse Coding
BT  - Proceedings of the First International Conference on Information Sciences, Machinery, Materials and Energy
PB  - Atlantis Press
SP  - 1383
EP  - 1387
SN  - 1951-6851
UR  - https://doi.org/10.2991/icismme-15.2015.295
DO  - 10.2991/icismme-15.2015.295
ID  - Wang2015/07
ER  -